CVE-2024-24590 — AI Deep Analysis Summary

🚨 **CVE-2024-24590: The Pickle Trap!** This is a critical **Arbitrary Code Execution (RCE)** vulnerability in ClearML. It stems from unsafe **deserialization of untrusted data**.…

🛡️ **Root Cause: CWE-502** The flaw is **Deserialization of Untrusted Data**. Specifically, ClearML allows the upload of **Pickle artifacts**.…

👥 **Affected Versions** * **Vendor:** Allegro.AI * **Product:** ClearML * **Version:** **0.17.0 and later** If you are running any version of ClearML from 0.17.0 onwards, you are potentially vulnerable.…

💀 **Attacker Capabilities** With this vulnerability, hackers gain **Full System Control**.…

🔓 **Exploitation Threshold: Medium** * **Network:** Remote (AV:N) - No physical access needed. * **Complexity:** Low (AC:L) - Easy to exploit. * **Privileges:** **Low (PR:L)** - You need **authenticated access** t…

💣 **Public Exploits: YES!** Multiple **Proof of Concept (PoC)** exploits are already public on GitHub. Attackers can simply clone these repos and run them.…

🔍 **Self-Check Steps** 1. **Audit Versions:** Verify if your ClearML version is ≥ 0.17.0. 2. **Monitor Artifacts:** Look for unusual `.pkl` (Pickle) file uploads in your project workspace. 3.…

🩹 **Official Fix Status** The vulnerability is tracked as **CVE-2024-24590**.…

🚧 **Mitigation (No Patch?)** If you can't patch right now: 1. **Disable Pickle:** Configure ClearML to **reject or disable** Pickle artifact formats entirely. 2. **Restrict Access:** Limit who can upload artifacts.…

🚨 **Urgency: CRITICAL** * **CVSS Score:** High (H/H/H for C/I/A). * **Risk:** Active exploitation is possible with public PoCs. * **Impact:** Complete server compromise. **Action:** Treat this as a **P1 (Priority…